Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "22" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 68 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 66 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459884 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 32.056590 | 8.807109 | -0.855205 | -0.627625 | 6.960682 | 2.638075 | 15.050712 | 3.882994 | 0.4536 | 0.6101 | 0.3228 | nan | nan |
| 2459883 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 40.044877 | 13.085789 | 5.461548 | 16.024171 | 6.273850 | 6.541873 | 59.611506 | 81.061556 | 0.4660 | 0.6137 | 0.3128 | nan | nan |
| 2459882 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 67.214582 | 19.132272 | 8.084922 | 21.427426 | 8.907576 | 6.958143 | 35.519310 | 60.331609 | 0.4674 | 0.6117 | 0.3150 | nan | nan |
| 2459881 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 36.910008 | 13.533606 | 7.588993 | 22.694934 | 13.781020 | 10.380278 | 17.417689 | 6.078930 | 0.5328 | 0.6659 | 0.2379 | nan | nan |
| 2459880 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 44.466454 | 9.866167 | 5.511566 | 17.866883 | 6.991047 | 7.886548 | 18.208711 | 43.339092 | 0.4548 | 0.6064 | 0.3081 | nan | nan |
| 2459879 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 25.307553 | 9.599604 | -0.127696 | -2.474029 | 5.519833 | 3.715605 | 5.649590 | 7.087668 | 0.4214 | 0.5918 | 0.3378 | nan | nan |
| 2459878 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 40.803493 | 13.985407 | 6.799727 | 21.155402 | 11.049751 | 7.990669 | 35.221783 | 36.226906 | 0.4555 | 0.6091 | 0.3308 | nan | nan |
| 2459876 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 41.712310 | 16.135193 | 4.136401 | 13.729031 | 19.156202 | 12.400335 | 6.460652 | -0.295599 | 0.4575 | 0.6215 | 0.3355 | nan | nan |
| 2459875 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 47.135584 | 17.067326 | 6.592913 | 21.617782 | 7.691615 | 4.441673 | 3.222855 | 1.207428 | 0.4905 | 0.6473 | 0.3383 | nan | nan |
| 2459874 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 63.516694 | 21.829431 | 2.474942 | 10.077104 | 8.312336 | 9.003464 | 6.660312 | 6.259613 | 0.4529 | 0.6071 | 0.3321 | nan | nan |
| 2459873 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 50.549918 | 19.316913 | 4.482488 | 15.177631 | 6.543735 | 4.158675 | 4.648365 | 8.684433 | 0.4682 | 0.6102 | 0.3197 | nan | nan |
| 2459872 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 44.851870 | 15.924735 | 5.797265 | 20.727300 | 10.683878 | 7.720557 | 7.117031 | 0.683581 | 0.4645 | 0.6129 | 0.3413 | nan | nan |
| 2459871 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 35.369225 | 13.770655 | 5.602033 | 20.468500 | 11.567953 | 7.142921 | 3.539827 | 1.939891 | 0.4740 | 0.6197 | 0.3241 | nan | nan |
| 2459870 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 56.862377 | 22.705892 | 3.647949 | 13.368149 | 10.146333 | 5.764048 | 10.892370 | 5.526432 | 0.4595 | 0.6163 | 0.3314 | nan | nan |
| 2459869 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 46.249035 | 17.538706 | 3.421536 | 11.733708 | 6.085381 | 5.223617 | 5.814081 | 2.279497 | 0.4761 | 0.6385 | 0.3254 | nan | nan |
| 2459868 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 52.638190 | 17.428418 | 6.011980 | 23.429689 | 5.094809 | 5.770260 | 13.123284 | 23.232929 | 0.4503 | 0.6084 | 0.3366 | nan | nan |
| 2459867 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 39.986739 | 13.264548 | 5.059069 | 18.488647 | 4.630510 | 3.845745 | 6.908499 | 3.289622 | 0.4599 | 0.6112 | 0.3458 | nan | nan |
| 2459866 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 42.078835 | 18.470635 | 4.268309 | 15.868377 | 8.976857 | 5.448839 | 10.939229 | 18.642931 | 0.4585 | 0.6104 | 0.3299 | nan | nan |
| 2459865 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 49.419683 | 27.542090 | 6.974083 | 23.207398 | 5.147654 | 16.507924 | 9.040095 | 5.766451 | 0.5186 | 0.6280 | 0.2945 | nan | nan |
| 2459864 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 60.024173 | 25.510596 | 3.481548 | 11.311538 | 3.770548 | 3.192496 | 20.389990 | 9.308791 | 0.4631 | 0.6080 | 0.3403 | nan | nan |
| 2459863 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 38.579726 | 16.012679 | -1.223797 | -0.091199 | 4.406411 | 2.190427 | 11.141523 | 22.853934 | 0.4667 | 0.5938 | 0.3238 | nan | nan |
| 2459862 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 38.753371 | 10.056397 | 5.146123 | 13.657243 | 8.647544 | 10.015469 | 3.995681 | 6.970378 | 0.4620 | 0.6229 | 0.3485 | nan | nan |
| 2459861 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 29.634336 | 10.213586 | -1.523120 | -1.510424 | 1.146190 | 0.175961 | 4.803483 | 1.224708 | 0.4765 | 0.6173 | 0.3477 | nan | nan |
| 2459860 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 27.071169 | 7.821696 | 1.534985 | 9.361170 | 3.910646 | 4.643519 | 5.000835 | 3.618376 | 0.4692 | 0.6081 | 0.3491 | nan | nan |
| 2459859 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 25.775905 | 7.320794 | -1.096653 | -1.800955 | 1.319410 | 2.503891 | 14.986190 | 42.242966 | 0.4769 | 0.6158 | 0.3416 | nan | nan |
| 2459858 | not_connected | 100.00% | 27.87% | 0.00% | 0.00% | 100.00% | 0.00% | 29.943399 | 9.259628 | -1.162892 | -2.175144 | 10.770103 | 6.794263 | 17.936014 | 7.309993 | 0.4701 | 0.6257 | 0.3578 | 1.925440 | 2.631848 |
| 2459857 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.321911 | -0.121770 | 1.836065 | 2.296282 | 5.143887 | 10.165600 | -0.748579 | 0.367222 | 0.0303 | 0.0290 | 0.0012 | nan | nan |
| 2459856 | not_connected | 100.00% | 42.29% | 0.00% | 0.00% | 100.00% | 0.00% | 34.803023 | 12.259046 | 0.930157 | 7.111052 | 9.460882 | 10.556107 | 10.297882 | 37.423203 | 0.4504 | 0.6345 | 0.3579 | 1.985052 | 2.584188 |
| 2459855 | not_connected | 100.00% | 44.44% | 0.00% | 0.00% | 100.00% | 0.00% | 46.979973 | 14.108478 | 2.118194 | 9.772476 | 11.603151 | 8.933089 | 7.423507 | 12.660289 | 0.4401 | 0.6362 | 0.3933 | 2.386760 | 3.116543 |
| 2459854 | not_connected | 100.00% | 14.32% | 0.00% | 0.00% | 100.00% | 0.00% | 47.662679 | 15.965677 | 2.859225 | 8.315588 | 6.344076 | 6.761042 | 5.592661 | 2.479716 | 0.5023 | 0.6750 | 0.3814 | 2.206818 | 2.608990 |
| 2459853 | not_connected | 100.00% | 31.98% | 0.00% | 0.00% | 100.00% | 0.00% | 32.490669 | 12.137748 | 2.078711 | 10.185805 | 8.369442 | 7.472860 | 8.031803 | 9.858229 | 0.4861 | 0.6239 | 0.3636 | 2.268376 | 3.199849 |
| 2459852 | not_connected | 100.00% | 0.54% | 0.00% | 0.00% | 100.00% | 0.00% | 24.551891 | 16.327851 | 4.176345 | 12.018639 | 7.800569 | 6.698770 | 7.269220 | 9.999952 | 0.6969 | 0.7822 | 0.2235 | 5.680809 | 5.890797 |
| 2459851 | not_connected | 100.00% | 19.87% | 0.00% | 0.00% | 100.00% | 0.00% | 28.951698 | 12.035270 | 4.562059 | 11.758201 | 12.752246 | 16.367473 | 9.260936 | 10.205542 | 0.5488 | 0.6807 | 0.3016 | 5.240797 | 5.384461 |
| 2459850 | not_connected | 100.00% | 34.46% | 0.00% | 0.00% | 100.00% | 0.00% | 33.913151 | 13.650581 | 2.536741 | 9.476696 | 10.061008 | 8.386575 | 6.380513 | 6.512300 | 0.5313 | 0.6916 | 0.3189 | 2.116672 | 2.713851 |
| 2459849 | not_connected | 100.00% | 33.44% | 0.00% | 0.00% | 100.00% | 0.00% | 36.414071 | 13.629662 | 3.701924 | 16.238358 | 10.808385 | 13.904020 | 6.145397 | 5.723340 | 0.5069 | 0.6868 | 0.3241 | 2.478555 | 3.584708 |
| 2459848 | not_connected | 100.00% | 23.07% | 0.00% | 0.00% | 100.00% | 0.00% | 38.057983 | 14.271144 | 6.182558 | 14.173827 | 16.822895 | 10.309345 | 3.660629 | 4.495119 | 0.5145 | 0.6818 | 0.3345 | 2.266568 | 2.775096 |
| 2459847 | not_connected | 100.00% | 21.48% | 0.00% | 0.00% | 100.00% | 0.00% | 42.058755 | 14.765383 | 8.000516 | 14.842420 | 15.105106 | 12.948363 | 11.394116 | 14.656633 | 0.5003 | 0.6224 | 0.3524 | 2.423666 | 3.075100 |
| 2459846 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 35.578893 | 14.096680 | 4.054215 | 11.777233 | 4.402871 | 3.035083 | 9.955665 | 4.594237 | 0.6483 | 0.6448 | 0.3818 | 0.000000 | 0.000000 |
| 2459845 | not_connected | 100.00% | 16.03% | 0.00% | 0.00% | 100.00% | 0.00% | 43.715293 | 12.806949 | 5.727814 | 17.170396 | 17.579480 | 18.719523 | 27.764048 | 57.064939 | 0.5220 | 0.6929 | 0.3380 | 0.000000 | 0.000000 |
| 2459844 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 7.013451 | 2.850241 | 60.230871 | 60.919491 | 3.860912 | 8.397641 | -0.156580 | 0.432707 | 0.0303 | 0.0286 | 0.0015 | nan | nan |
| 2459843 | not_connected | 100.00% | 7.21% | 0.66% | 0.00% | 100.00% | 0.00% | 53.827177 | 9.148215 | 4.943364 | 15.156686 | 11.606506 | 3.297745 | 5.270577 | 3.384078 | 0.5510 | 0.7028 | 0.3274 | 0.000000 | 0.000000 |
| 2459842 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.174697 | 1.377121 | -1.632777 | -0.129400 | -1.388409 | -1.614835 | 0.173337 | -2.266878 | 0.5599 | 0.5927 | 0.2048 | 3.004668 | 3.208277 |
| 2459841 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 18.960633 | 41.481256 | 106.843590 | 122.601746 | 266.618362 | 113.193094 | 87.134675 | 52.899585 | 0.6390 | 0.6932 | 0.2297 | nan | nan |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 32.056590 | 8.807109 | 32.056590 | -0.627625 | -0.855205 | 2.638075 | 6.960682 | 3.882994 | 15.050712 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | nn Temporal Discontinuties | 81.061556 | 13.085789 | 40.044877 | 16.024171 | 5.461548 | 6.541873 | 6.273850 | 81.061556 | 59.611506 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 67.214582 | 19.132272 | 67.214582 | 21.427426 | 8.084922 | 6.958143 | 8.907576 | 60.331609 | 35.519310 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 36.910008 | 13.533606 | 36.910008 | 22.694934 | 7.588993 | 10.380278 | 13.781020 | 6.078930 | 17.417689 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 44.466454 | 9.866167 | 44.466454 | 17.866883 | 5.511566 | 7.886548 | 6.991047 | 43.339092 | 18.208711 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 25.307553 | 9.599604 | 25.307553 | -2.474029 | -0.127696 | 3.715605 | 5.519833 | 7.087668 | 5.649590 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 40.803493 | 13.985407 | 40.803493 | 21.155402 | 6.799727 | 7.990669 | 11.049751 | 36.226906 | 35.221783 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 41.712310 | 41.712310 | 16.135193 | 4.136401 | 13.729031 | 19.156202 | 12.400335 | 6.460652 | -0.295599 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 47.135584 | 47.135584 | 17.067326 | 6.592913 | 21.617782 | 7.691615 | 4.441673 | 3.222855 | 1.207428 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 63.516694 | 63.516694 | 21.829431 | 2.474942 | 10.077104 | 8.312336 | 9.003464 | 6.660312 | 6.259613 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 50.549918 | 50.549918 | 19.316913 | 4.482488 | 15.177631 | 6.543735 | 4.158675 | 4.648365 | 8.684433 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 44.851870 | 15.924735 | 44.851870 | 20.727300 | 5.797265 | 7.720557 | 10.683878 | 0.683581 | 7.117031 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 35.369225 | 13.770655 | 35.369225 | 20.468500 | 5.602033 | 7.142921 | 11.567953 | 1.939891 | 3.539827 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 56.862377 | 56.862377 | 22.705892 | 3.647949 | 13.368149 | 10.146333 | 5.764048 | 10.892370 | 5.526432 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 46.249035 | 46.249035 | 17.538706 | 3.421536 | 11.733708 | 6.085381 | 5.223617 | 5.814081 | 2.279497 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 52.638190 | 52.638190 | 17.428418 | 6.011980 | 23.429689 | 5.094809 | 5.770260 | 13.123284 | 23.232929 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 39.986739 | 39.986739 | 13.264548 | 5.059069 | 18.488647 | 4.630510 | 3.845745 | 6.908499 | 3.289622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 42.078835 | 18.470635 | 42.078835 | 15.868377 | 4.268309 | 5.448839 | 8.976857 | 18.642931 | 10.939229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 49.419683 | 49.419683 | 27.542090 | 6.974083 | 23.207398 | 5.147654 | 16.507924 | 9.040095 | 5.766451 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 60.024173 | 25.510596 | 60.024173 | 11.311538 | 3.481548 | 3.192496 | 3.770548 | 9.308791 | 20.389990 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 38.579726 | 38.579726 | 16.012679 | -1.223797 | -0.091199 | 4.406411 | 2.190427 | 11.141523 | 22.853934 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 38.753371 | 38.753371 | 10.056397 | 5.146123 | 13.657243 | 8.647544 | 10.015469 | 3.995681 | 6.970378 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 29.634336 | 10.213586 | 29.634336 | -1.510424 | -1.523120 | 0.175961 | 1.146190 | 1.224708 | 4.803483 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 27.071169 | 27.071169 | 7.821696 | 1.534985 | 9.361170 | 3.910646 | 4.643519 | 5.000835 | 3.618376 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | nn Temporal Discontinuties | 42.242966 | 25.775905 | 7.320794 | -1.096653 | -1.800955 | 1.319410 | 2.503891 | 14.986190 | 42.242966 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 29.943399 | 9.259628 | 29.943399 | -2.175144 | -1.162892 | 6.794263 | 10.770103 | 7.309993 | 17.936014 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | nn Temporal Variability | 10.165600 | -0.121770 | 3.321911 | 2.296282 | 1.836065 | 10.165600 | 5.143887 | 0.367222 | -0.748579 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | nn Temporal Discontinuties | 37.423203 | 34.803023 | 12.259046 | 0.930157 | 7.111052 | 9.460882 | 10.556107 | 10.297882 | 37.423203 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 46.979973 | 14.108478 | 46.979973 | 9.772476 | 2.118194 | 8.933089 | 11.603151 | 12.660289 | 7.423507 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 47.662679 | 15.965677 | 47.662679 | 8.315588 | 2.859225 | 6.761042 | 6.344076 | 2.479716 | 5.592661 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 32.490669 | 12.137748 | 32.490669 | 10.185805 | 2.078711 | 7.472860 | 8.369442 | 9.858229 | 8.031803 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 24.551891 | 24.551891 | 16.327851 | 4.176345 | 12.018639 | 7.800569 | 6.698770 | 7.269220 | 9.999952 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 28.951698 | 28.951698 | 12.035270 | 4.562059 | 11.758201 | 12.752246 | 16.367473 | 9.260936 | 10.205542 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 33.913151 | 33.913151 | 13.650581 | 2.536741 | 9.476696 | 10.061008 | 8.386575 | 6.380513 | 6.512300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 36.414071 | 36.414071 | 13.629662 | 3.701924 | 16.238358 | 10.808385 | 13.904020 | 6.145397 | 5.723340 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 38.057983 | 14.271144 | 38.057983 | 14.173827 | 6.182558 | 10.309345 | 16.822895 | 4.495119 | 3.660629 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 42.058755 | 14.765383 | 42.058755 | 14.842420 | 8.000516 | 12.948363 | 15.105106 | 14.656633 | 11.394116 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 35.578893 | 35.578893 | 14.096680 | 4.054215 | 11.777233 | 4.402871 | 3.035083 | 9.955665 | 4.594237 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | nn Temporal Discontinuties | 57.064939 | 12.806949 | 43.715293 | 17.170396 | 5.727814 | 18.719523 | 17.579480 | 57.064939 | 27.764048 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | nn Power | 60.919491 | 7.013451 | 2.850241 | 60.230871 | 60.919491 | 3.860912 | 8.397641 | -0.156580 | 0.432707 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 53.827177 | 9.148215 | 53.827177 | 15.156686 | 4.943364 | 3.297745 | 11.606506 | 3.384078 | 5.270577 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Shape | 14.174697 | 14.174697 | 1.377121 | -1.632777 | -0.129400 | -1.388409 | -1.614835 | 0.173337 | -2.266878 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | N06 | not_connected | ee Temporal Variability | 266.618362 | 18.960633 | 41.481256 | 106.843590 | 122.601746 | 266.618362 | 113.193094 | 87.134675 | 52.899585 |